GBDT
XGBoost
LightGBM
max_depth
max_depth
/
num_leaves
subsample
bagging_fraction
colsample_bytree
colsample_bylevel
feature_fraction
min_child_weight
lambda
alpha
min_data_in_leaf
lambda_l1
lambda_l2
eta
num_round
learning_rate
num_iterations
seed
*_seed
관련 문서
Hyperparameter tuning
Recap of main ML algorithms
Tree-based models